Inherent Trade-Offs in Algorithmic Fairness

May 3 2018 2:00PM toMay 3 2018 3:00PMNSF Room W2220Abstract: Recent discussion in the public sphere about classification by algorithms has involved tension between competing notions of what it means for such a classification to be fair to different groups. We consider several of the key fairness conditions that lie at the heart of these debates, and discuss recent research establishing inherent trade-offs between these conditions. We also consider a variety of methods for promoting fairness and related ... More at
https://www.nsf.gov/events/event_summ.jsp?cntn_id=245254&WT.mc_id=USNSF_13&WT.mc_ev=click
This is an NSF Events item.

Source: NSF Events - April 24, 2018 Category: Science Source Type: events